Fast Training of Provably Robust Neural Networks by SingleProp

Akhilan Boopathy, Lily Weng, Sijia Liu 0001, Pin-Yu Chen, Gaoyuan Zhang, Luca Daniel. Fast Training of Provably Robust Neural Networks by SingleProp. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 6803-6811, AAAI Press, 2021. [doi]

Abstract

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